The following courses are part of study year one.
The course application codes and study periods are valid for the academic year 2020/2021. For other academic years, different application codes and study periods may apply.
General courses
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management, 300 higher education credits, takes place within framework of the Master program Industrial Engineering and Management - TIEMM
Specialisations
Track, Sustainable Energy Utilization (EEAA)
Courses (EEAA)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.
At least one of the conditionally elective courses MJ2437, MJ2411, EG2210, EG2220 or ME2087 should be chosen.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| ME2311 Leadership and Organizational Change | 6.0 hp | 3.0 | 3.0 | |||
| MJ2407 Sustainable Energy Utilisation | 9.0 hp | 4.5 | 4.5 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61140 | 12.0 hp | 6.0 | 6.0 | ||
| MJ2141 Energy Systems, Models and Scenarios | 61492 | 9.0 hp | 4.5 | 4.5 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MJ2411 Renewable Energy Technology | 6.0 hp | 3.0 | 3.0 | |||
| EG2210 Electricity Market Analysis | 60349 | 7.5 hp | 7.5 | |||
| MJ2437 Modeling of Energy Systems - Energy Utilization | 60395 | 6.0 hp | 6.0 | |||
| EG2220 Power Generation, Environment and Markets | 60352 | 7.5 hp | 7.5 | |||
| ME2087 Energy Business | 61493 | 6.0 hp | 6.0 |
Track, Financial Mathematics (FMIB)
Courses (FMIB)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM
At least one of the conditionally elective courses: SF2955, SF2972, SF2975 (year 2), SF2971, or SF2935 should be chosen.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| SF2942 Portfolio Theory and Risk Management | 7.5 hp | 7.5 | ||||
| ME2311 Leadership and Organizational Change | 6.0 hp | 3.0 | 3.0 | |||
| SF2980 Risk Management | 7.5 hp | 7.5 | ||||
| ME2312 Advanced Studies in Industrial Economics and Management | 61140 | 12.0 hp | 6.0 | 6.0 | ||
| SF2943 Time Series Analysis | 60498 | 7.5 hp | 7.5 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| SF2935 Modern Methods of Statistical Learning | 7.5 hp | 7.5 | ||||
| SF2971 Martingales and Stochastic Integrals | 60847 | 7.5 hp | 7.5 | |||
| SF2972 Game Theory | 60848 | 7.5 hp | 7.5 | |||
| SF2955 Computer Intensive Methods in Mathematical Statistics | 60851 | 7.5 hp | 7.5 |
Track, Sustainable Power Generation (HKPA)
Courses (HKPA)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM
At least one of the conditionally elective courses MJ2437, MJ2411, MJ2438, EG2220, EG2210 or ME2087 should be chosen.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| ME2311 Leadership and Organizational Change | 6.0 hp | 3.0 | 3.0 | |||
| MJ2405 Sustainable Power Generation | 9.0 hp | 4.5 | 4.5 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61140 | 12.0 hp | 6.0 | 6.0 | ||
| MJ2141 Energy Systems, Models and Scenarios | 61492 | 9.0 hp | 4.5 | 4.5 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MJ2411 Renewable Energy Technology | 6.0 hp | 3.0 | 3.0 | |||
| EG2210 Electricity Market Analysis | 60349 | 7.5 hp | 7.5 | |||
| EG2220 Power Generation, Environment and Markets | 60352 | 7.5 hp | 7.5 | |||
| ME2087 Energy Business | 61493 | 6.0 hp | 6.0 | |||
| MJ2438 Modeling of Energy Systems - Heat and Power Generation | 60374 | 6.0 hp | 6.0 |
Track, Interaction and Visualization (IAVN)
Courses (IAVN)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.
New track as from autumn 2018
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2380 Artificial Intelligence | 6.0 hp | 6.0 | ||||
| ME2311 Leadership and Organizational Change | 6.0 hp | 3.0 | 3.0 | |||
| DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 | 6.0 hp | 6.0 | ||||
| DH2628 Interaction Design Methods | 60469 | 7.5 hp | 7.5 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61140 | 12.0 hp | 6.0 | 6.0 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2257 Visualization | 7.5 hp | 7.5 | ||||
| DH2400 Physical Interaction Design and Realization | 7.5 hp | 7.5 | ||||
| DH2413 Advanced Graphics and Interaction | 9.0 hp | 3.0 | 6.0 | |||
| DT2140 Multimodal Interaction and Interfaces | 7.5 hp | 7.5 | ||||
| DH2321 Information Visualization | 60459 | 6.0 hp | 6.0 | |||
| DT2112 Speech Technology | 60450 | 7.5 hp | 7.5 | |||
| DT2300 Sound in Interaction | 60346 | 7.5 hp | 7.5 | |||
| DH2642 Interaction Programming and the Dynamic Web | 60448 | 7.5 hp | 4.5 | 3.0 | ||
| DH2323 Computer Graphics and Interaction | 60484 | 6.0 hp | 6.0 | |||
| DH2670 Haptics, Tactile and Tangible Interaction | 60445 | 7.5 hp | 7.5 | |||
| DT2213 Musical Communication and Music Technology | 60446 | 7.5 hp | 7.5 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DH2408 Evaluation Methods in Human-Computer Interaction Compulsory within Master degree in Computer Science | 6.0 hp | 6.0 | ||||
| DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science | 60528 | 6.0 hp | 6.0 |
Track, Integrated Production Engineering (IPIB)
Courses (IPIB)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MG2029 Production Engineering - Planning and Control | 6.0 hp | 6.0 | ||||
| ME2311 Leadership and Organizational Change | 6.0 hp | 3.0 | 3.0 | |||
| MG2028 CAD and Other IT Tools in Industrial Processes | 6.0 hp | 1.5 | 4.5 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61140 | 12.0 hp | 6.0 | 6.0 |
One of the conditionally elective courses MG2020 or MG2040 must be chosen.
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MG2020 Modularisation of Products * One of the courses MG2020 or MG2040 must be chosen. | 6.0 hp | 6.0 | ||||
| MG2040 Assembly Technology * One of the courses MG2020 or MG2040 must be chosen. | 61306 | 6.0 hp | 6.0 |
Track, Machine Learning (MAIG)
Courses (MAIG)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.
Track Machine Learning is a new track for students admitted to TIEMM as from autumn 2018
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2380 Artificial Intelligence | 6.0 hp | 6.0 | ||||
| DD2421 Machine Learning | 7.5 hp | 7.5 | ||||
| ME2311 Leadership and Organizational Change | 6.0 hp | 3.0 | 3.0 | |||
| DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 | 6.0 hp | 6.0 | ||||
| ME2312 Advanced Studies in Industrial Economics and Management | 61140 | 12.0 hp | 6.0 | 6.0 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2410 Introduction to Robotics *2 | 7.5 hp | 7.5 | ||||
| DD2423 Image Analysis and Computer Vision *2 | 7.5 hp | 7.5 | ||||
| DD2434 Machine Learning, Advanced Course *1 | 7.5 hp | 7.5 | ||||
| DD2447 Statistical Methods in Applied Computer Science *1 | 6.0 hp | 6.0 | ||||
| EL2320 Applied Estimation *1 | 7.5 hp | 7.5 | ||||
| EL2805 Reinforcement Learning *1 | 7.5 hp | 7.5 | ||||
| ID2222 Data Mining *1 | 7.5 hp | 7.5 | ||||
| ID2223 Scalable Machine Learning and Deep Learning *1 | 7.5 hp | 7.5 | ||||
| DD2420 Probabilistic Graphical Models *1 | 60496 | 7.5 hp | 7.5 | |||
| DD2437 Artificial Neural Networks and Deep Architectures *1 | 60575 | 7.5 hp | 7.5 | |||
| DT2112 Speech Technology *2 | 60450 | 7.5 hp | 7.5 | |||
| DD2476 Search Engines and Information Retrieval Systems *2 | 60493 | 9.0 hp | 6.0 | 3.0 | ||
| DD2424 Deep Learning in Data Science *1 | 60491 | 7.5 hp | 7.5 | |||
| DT2119 Speech and Speaker Recognition *2 | 60454 | 7.5 hp | 7.5 | |||
| EQ2341 Pattern Recognition and Machine Learning *1 | 60413 | 7.5 hp | 7.5 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science | 60528 | 6.0 hp | 6.0 |
Track, Mechatronics Product Development (MPUA)
Courses (MPUA)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.
The course MF2079 can replace MF2050, which starts year 2.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MF2030 Mechatronics basic Course | 6.0 hp | 6.0 | ||||
| MF2095 Programming in C for Embedded Systems | 3.0 hp | 3.0 | ||||
| ME2311 Leadership and Organizational Change | 6.0 hp | 3.0 | 3.0 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61140 | 12.0 hp | 6.0 | 6.0 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| MF2007 Dynamics and Motion Control | 9.0 hp | 9.0 | ||||
| MF2103 Embedded Systems for Mechatronics | 61204 | 9.0 hp | 9.0 | |||
| MF2079 Mechatronics, Business and Management, extended course MF2079 can replace MF2050 which starts year 2 | 61205 | 18.0 hp | 3.0 |
Track, Optimization and Systems Theory (OSYT)
Courses (OSYT)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM
At least two of the conditionally elective courses SF2822, SF2842, SF2852, SF2935 and SF2942 should be chosen.
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| ME2311 Leadership and Organizational Change | 6.0 hp | 3.0 | 3.0 | |||
| SF2832 Mathematical Systems Theory | 7.5 hp | 7.5 | ||||
| SF2812 Applied Linear Optimization | 60031 | 7.5 hp | 7.5 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61140 | 12.0 hp | 6.0 | 6.0 |
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| SF2852 Optimal Control Theory | 7.5 hp | 7.5 | ||||
| SF2935 Modern Methods of Statistical Learning | 7.5 hp | 7.5 | ||||
| SF2942 Portfolio Theory and Risk Management | 7.5 hp | 7.5 | ||||
| SF2842 Geometric Control Theory | 60033 | 7.5 hp | 7.5 | |||
| SF2822 Applied Nonlinear Optimization | 60034 | 7.5 hp | 7.5 |
Track, Software Engineering (PUET)
Courses (PUET)
Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.
Track Software Engineering is a new track for students admitted to TIEMM as from autumn 2018
Mandatory courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2380 Artificial Intelligence | 6.0 hp | 6.0 | ||||
| ME2311 Leadership and Organizational Change | 6.0 hp | 3.0 | 3.0 | |||
| DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 | 6.0 hp | 6.0 | ||||
| DD2480 Software Engineering Fundamentals | 61173 | 7.5 hp | 7.5 | |||
| ME2312 Advanced Studies in Industrial Economics and Management | 61140 | 12.0 hp | 6.0 | 6.0 |
The conditionally elective courses can be chosen year 1 or two.
Conditionally elective courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DD2496 Privacy Enhancing Technologies *2 | 7.5 hp | 7.5 | ||||
| IK2218 Protocols and Principles of the Internet *1 | 6.0 hp | 6.0 | ||||
| DD2350 Algorithms, Data Structures and Complexity *1 | 9.5 hp | 6.0 | 3.5 | |||
| DD2440 Advanced Algorithms *1 | 6.0 hp | 1.5 | 4.5 | |||
| DD2487 Large-Scale Software Development *2 | 7.5 hp | 7.5 | ||||
| DD2459 Software Reliability *1 | 60793 | 7.5 hp | 7.5 | |||
| DD2520 Applied Cryptography *2 | 60549 | 7.5 hp | 7.5 | |||
| DH2642 Interaction Programming and the Dynamic Web *2 | 60448 | 7.5 hp | 4.5 | 3.0 | ||
| DD2448 Foundations of Cryptography *2 | 60490 | 7.5 hp | 7.5 | |||
| DD2460 Software Safety and Security *2 | 60553 | 7.5 hp | 7.5 | |||
| DD2481 Principles of Programming Languages *2 | 61174 | 7.5 hp | 7.5 | |||
| DD2525 Language-Based Security *1 | 60550 | 7.5 hp | 7.5 |
Recommended courses
| Course code and name | Appl.code | Scope | P1 | P2 | P3 | P4 |
|---|---|---|---|---|---|---|
| DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science | 60528 | 6.0 hp | 6.0 |